FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
Autor(a) principal: | |
---|---|
Data de Publicação: | 2016 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10198/15325 |
Resumo: | The Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis. |
id |
RCAP_d4588cea3c6c40f8cfb693d3cdb10429 |
---|---|
oai_identifier_str |
oai:bibliotecadigital.ipb.pt:10198/15325 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
spelling |
FTIR-ATR spectroscopy applied to quality control of grape-derived spiritsAlcoholic strengthAttenuated total reflectanceFourier transform infrared spectroscopyFusel alcoholsGrape-derived spiritsMethanolThe Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis.The authors thank the technical support of Amélia Soares, Deolinda Mota and Otília Cerveira and the support of Centro de Estudos Florestais, a research unit funded by FCT (PEst-OE/AGR/ UI0239-2014) and Instituto de Ciências Agrárias e Ambientais Mediterrânicas, a research unit funded by FCT (PEst-OE/AGR/ UI0115/2014). The authors also thank to Centro de Biotecnologia de Plantas da Beira Interior for the FTIR-ATR equipment and software OPUS availability.Biblioteca Digital do IPBAnjos, OféliaSantos, António J.A.Estevinho, Leticia M.Caldeira, Ilda2018-01-25T10:00:00Z20162016-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/15325engAnjos, Ofélia; Santos, António J.A.; Estevinho, Letícia M.; Caldeira, Ilda (2016). FTIR-ATR spectroscopy applied to quality control of grape-derived spirits. Food Chemistry. ISSN 0308-8146. 205, p. 28-350308-814610.1016/j.foodchem.2016.02.128info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:35:50Zoai:bibliotecadigital.ipb.pt:10198/15325Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:04:56.860679Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
title |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
spellingShingle |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits Anjos, Ofélia Alcoholic strength Attenuated total reflectance Fourier transform infrared spectroscopy Fusel alcohols Grape-derived spirits Methanol |
title_short |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
title_full |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
title_fullStr |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
title_full_unstemmed |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
title_sort |
FTIR-ATR spectroscopy applied to quality control of grape-derived spirits |
author |
Anjos, Ofélia |
author_facet |
Anjos, Ofélia Santos, António J.A. Estevinho, Leticia M. Caldeira, Ilda |
author_role |
author |
author2 |
Santos, António J.A. Estevinho, Leticia M. Caldeira, Ilda |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
dc.contributor.author.fl_str_mv |
Anjos, Ofélia Santos, António J.A. Estevinho, Leticia M. Caldeira, Ilda |
dc.subject.por.fl_str_mv |
Alcoholic strength Attenuated total reflectance Fourier transform infrared spectroscopy Fusel alcohols Grape-derived spirits Methanol |
topic |
Alcoholic strength Attenuated total reflectance Fourier transform infrared spectroscopy Fusel alcohols Grape-derived spirits Methanol |
description |
The Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016 2016-01-01T00:00:00Z 2018-01-25T10:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10198/15325 |
url |
http://hdl.handle.net/10198/15325 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Anjos, Ofélia; Santos, António J.A.; Estevinho, Letícia M.; Caldeira, Ilda (2016). FTIR-ATR spectroscopy applied to quality control of grape-derived spirits. Food Chemistry. ISSN 0308-8146. 205, p. 28-35 0308-8146 10.1016/j.foodchem.2016.02.128 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799135297391296512 |